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2dasl

The code (pytorch for testing & matlab for 3D plot and evaluation) for our project: Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning （2DASL）

3d-machine-learning

A resource repository for 3D machine learning

awesome-point-cloud-analysis-2021

A list of papers and datasets about point cloud analysis (processing) since 2017. Update every day!

cvpr2021_workshope_baseline

diffusion-point-cloud

:thought_balloon: Diffusion Probabilistic Models for 3D Point Cloud Generation (CVPR 2021, Oral)

face3d

Python tools for 3D face: 3DMM, Mesh processing(transform, camera, light, render), 3D face representations.

gan2shape

Code for GAN2Shape (ICLR2021 oral)

gaussianobject

Code for "GaussianObject: Just Taking Four Images to Get A High-Quality 3D Object with Gaussian Splatting"

image-labelling-tool

Fork from https://bitbucket.org/ueacomputervision/image-labelling-tool

image-quality-assessment-toolbox

Toolbox of commonly-used image quality assessment algorithms such as PSNR, SSIM, FID, LPIPS, PI, etc.

intracompletion

This is the dataset for "Multi-Scope Feature Extraction for Intracranial Aneurysm 3D Point Cloud Completion"

lsfm

Large Scale Facial Model (LSFM) - an automatic pipeline for constructing 3D Morphable Models from large collections of facial meshes

mgcnet

Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency[ECCV 2020]

mvfnet

Pytorch code for paper: MVF-Net: Multi-View 3D Face Morphable Model Regression

pcl2pcl-gan-pub

Unpaired Point Cloud Completion on Real Scans using Adversarial Training

pf-net-point-fractal-network

CVPR2020 PF-Net: Point Fractal Network for 3D Point Cloud Completion

phenaki-pytorch

Implementation of Phenaki Video, which uses Mask GIT to produce text guided videos of up to 2 minutes in length, in Pytorch

pixel-face

Github repo for "Pixel-Face: A Large-Scale, High-Resolution Benchmark for 3D Face Reconstruction"

point-transformers

Point Transformers

point2skeleton

Point2Skeleton: Learning Skeletal Representations from Point Clouds

pointclip_v2

[ICCV 2023] PointCLIP V2: Adapting CLIP for Powerful 3D Open-world Learning

pointcloudtoolbox

Point cloud processing tool library.

pointflowrenderer

Code for rendering the point cloud figures in paper: "PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows"

pointmvsnet

Code for "Point-based Multi-view Stereo Network" (ICCV 2019 Oral) & "Visibility-aware Point-based Multi-view Stereo Network" (TPAMI)

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

pointnet2_grasping_data_part

The dataset of our paper for ICRA 2020

pointnetv2

pointnet代码，升级至适用于TF2.1和python3.7，加入大量用于学习的注释。

pointops

pointr

[ICCV 2021 Oral] PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers